diff --git a/.gitignore b/.gitignore index c6db123d..c7c79015 100644 --- a/.gitignore +++ b/.gitignore @@ -299,3 +299,4 @@ __pycache__/ /BotSharp.WebHost/App_Data/PredictFiles /BotSharp.WebHost/App_Data/Projects /BotSharp.WebHost/PublishOutput +/Data diff --git a/BotSharp.UnitTest/AgentTest.cs b/BotSharp.Core.UnitTest/AgentTest.cs similarity index 98% rename from BotSharp.UnitTest/AgentTest.cs rename to BotSharp.Core.UnitTest/AgentTest.cs index 1b9a690f..58cce66a 100644 --- a/BotSharp.UnitTest/AgentTest.cs +++ b/BotSharp.Core.UnitTest/AgentTest.cs @@ -13,7 +13,7 @@ using System.IO; using System.Linq; using System.Text; -namespace BotSharp.UnitTest +namespace BotSharp.Core.UnitTest { [TestClass] public class AgentTest : TestEssential diff --git a/BotSharp.UnitTest/BotSharp.UnitTest.csproj b/BotSharp.Core.UnitTest/BotSharp.Core.UnitTest.csproj similarity index 100% rename from BotSharp.UnitTest/BotSharp.UnitTest.csproj rename to BotSharp.Core.UnitTest/BotSharp.Core.UnitTest.csproj diff --git a/BotSharp.UnitTest/BotTrainerTest.cs b/BotSharp.Core.UnitTest/BotTrainerTest.cs similarity index 93% rename from BotSharp.UnitTest/BotTrainerTest.cs rename to BotSharp.Core.UnitTest/BotTrainerTest.cs index e72e1112..f5954101 100644 --- a/BotSharp.UnitTest/BotTrainerTest.cs +++ b/BotSharp.Core.UnitTest/BotTrainerTest.cs @@ -6,7 +6,7 @@ using System; using System.Collections.Generic; using System.Text; -namespace BotSharp.UnitTest +namespace BotSharp.Core.UnitTest { [TestClass] public class BotTrainerTest : TestEssential diff --git a/BotSharp.UnitTest/ConversationTest.cs b/BotSharp.Core.UnitTest/ConversationTest.cs similarity index 98% rename from BotSharp.UnitTest/ConversationTest.cs rename to BotSharp.Core.UnitTest/ConversationTest.cs index 9326e6ff..a389524b 100644 --- a/BotSharp.UnitTest/ConversationTest.cs +++ b/BotSharp.Core.UnitTest/ConversationTest.cs @@ -8,7 +8,7 @@ using System.Collections.Generic; using System.Linq; using System.Text; -namespace BotSharp.UnitTest +namespace BotSharp.Core.UnitTest { [TestClass] public class ConversationTest : TestEssential diff --git a/BotSharp.UnitTest/EntityEntryTest.cs b/BotSharp.Core.UnitTest/EntityEntryTest.cs similarity index 93% rename from BotSharp.UnitTest/EntityEntryTest.cs rename to BotSharp.Core.UnitTest/EntityEntryTest.cs index 085fb599..87058cc8 100644 --- a/BotSharp.UnitTest/EntityEntryTest.cs +++ b/BotSharp.Core.UnitTest/EntityEntryTest.cs @@ -3,7 +3,7 @@ using System; using System.Collections.Generic; using System.Text; -namespace BotSharp.UnitTest +namespace BotSharp.Core.UnitTest { [TestClass] public class EntityEntryTest : TestEssential diff --git a/BotSharp.UnitTest/EntityTypeTest.cs b/BotSharp.Core.UnitTest/EntityTypeTest.cs similarity index 93% rename from BotSharp.UnitTest/EntityTypeTest.cs rename to BotSharp.Core.UnitTest/EntityTypeTest.cs index 88b90f0b..3628c861 100644 --- a/BotSharp.UnitTest/EntityTypeTest.cs +++ b/BotSharp.Core.UnitTest/EntityTypeTest.cs @@ -3,7 +3,7 @@ using System; using System.Collections.Generic; using System.Text; -namespace BotSharp.UnitTest +namespace BotSharp.Core.UnitTest { [TestClass] public class EntityTypeTest : TestEssential diff --git a/BotSharp.UnitTest/TestEssential.cs b/BotSharp.Core.UnitTest/TestEssential.cs similarity index 97% rename from BotSharp.UnitTest/TestEssential.cs rename to BotSharp.Core.UnitTest/TestEssential.cs index b398b2bf..2c42fdf8 100644 --- a/BotSharp.UnitTest/TestEssential.cs +++ b/BotSharp.Core.UnitTest/TestEssential.cs @@ -6,7 +6,7 @@ using System; using System.IO; using System.Linq; -namespace BotSharp.UnitTest +namespace BotSharp.Core.UnitTest { public abstract class TestEssential { diff --git a/BotSharp.MachineLearning.UnitTest/BotSharp.MachineLearning.UnitTest.csproj b/BotSharp.MachineLearning.UnitTest/BotSharp.MachineLearning.UnitTest.csproj index 57109843..fb050712 100644 --- a/BotSharp.MachineLearning.UnitTest/BotSharp.MachineLearning.UnitTest.csproj +++ b/BotSharp.MachineLearning.UnitTest/BotSharp.MachineLearning.UnitTest.csproj @@ -6,6 +6,12 @@ false + + + + + + diff --git a/BotSharp.MachineLearning.UnitTest/DecoderTest.cs b/BotSharp.MachineLearning.UnitTest/CRFLite/DecoderTest.cs similarity index 85% rename from BotSharp.MachineLearning.UnitTest/DecoderTest.cs rename to BotSharp.MachineLearning.UnitTest/CRFLite/DecoderTest.cs index 225bbea0..fc9c0334 100644 --- a/BotSharp.MachineLearning.UnitTest/DecoderTest.cs +++ b/BotSharp.MachineLearning.UnitTest/CRFLite/DecoderTest.cs @@ -8,7 +8,7 @@ using System.IO; using System.Text; using System.Threading.Tasks; -namespace BotSharp.MachineLearning.UnitTest +namespace BotSharp.MachineLearning.UnitTest.CRFLite { [TestClass] public class DecoderTest @@ -17,9 +17,11 @@ namespace BotSharp.MachineLearning.UnitTest public void TestDecode() { var encoder = new CRFDecoder(); - bool bRet = Decode(new DecoderOptions + bool result = Decode(new DecoderOptions { - + InputFileName = @"C:\Users\haipi\Documents\Projects\BotSharp\Data\English\test\test.txt", + ModelFileName = @"C:\Users\haipi\Documents\Projects\BotSharp\Data\English\model\ner_model_eng", + OutputFileName = @"C:\Users\haipi\Documents\Projects\BotSharp\Data\English\test\output.txt" }); } @@ -29,28 +31,17 @@ namespace BotSharp.MachineLearning.UnitTest { var parallelOption = new ParallelOptions(); var watch = Stopwatch.StartNew(); - if (File.Exists(options.strInputFileName) == false) - { - //Logger.WriteLine("FAILED: Open {0} file failed.", options.strInputFileName); - return false; - } - if (File.Exists(options.strModelFileName) == false) - { - //Logger.WriteLine("FAILED: Open {0} file failed.", options.strModelFileName); - return false; - } - - var sr = new StreamReader(options.strInputFileName); + var sr = new StreamReader(options.InputFileName); StreamWriter sw = null, swSeg = null; - if (options.strOutputFileName != null && options.strOutputFileName.Length > 0) + if (options.OutputFileName != null && options.OutputFileName.Length > 0) { - sw = new StreamWriter(options.strOutputFileName); + sw = new StreamWriter(options.OutputFileName); } - if (options.strOutputSegFileName != null && options.strOutputSegFileName.Length > 0) + if (options.OutputSegFileName != null && options.OutputSegFileName.Length > 0) { - swSeg = new StreamWriter(options.strOutputSegFileName); + swSeg = new StreamWriter(options.OutputSegFileName); } //Create CRFSharp wrapper instance. It's a global instance @@ -58,22 +49,22 @@ namespace BotSharp.MachineLearning.UnitTest //Load encoded model from file //Logger.WriteLine("Loading model from {0}", options.strModelFileName); - crfWrapper.LoadModel(options.strModelFileName); + crfWrapper.LoadModel(options.ModelFileName); var queueRecords = new ConcurrentQueue>>(); var queueSegRecords = new ConcurrentQueue>>(); - parallelOption.MaxDegreeOfParallelism = options.thread; - Parallel.For(0, options.thread, parallelOption, t => + parallelOption.MaxDegreeOfParallelism = options.Thread; + Parallel.For(0, options.Thread, parallelOption, t => { //Create decoder tagger instance. If the running environment is multi-threads, each thread needs a separated instance - var tagger = crfWrapper.CreateTagger(options.nBest, options.maxword); - tagger.set_vlevel(options.probLevel); + var tagger = crfWrapper.CreateTagger(options.NBest, options.MaxWord); + tagger.set_vlevel(options.ProbLevel); //Initialize result - var crf_out = new crf_seg_out[options.nBest]; - for (var i = 0; i < options.nBest; i++) + var crf_out = new crf_seg_out[options.NBest]; + for (var i = 0; i < options.NBest; i++) { crf_out[i] = new crf_seg_out(tagger.crf_max_word_num); } diff --git a/BotSharp.MachineLearning.UnitTest/CRFLite/EncoderTest.cs b/BotSharp.MachineLearning.UnitTest/CRFLite/EncoderTest.cs new file mode 100644 index 00000000..cb61e0af --- /dev/null +++ b/BotSharp.MachineLearning.UnitTest/CRFLite/EncoderTest.cs @@ -0,0 +1,22 @@ +using BotSharp.MachineLearning.CRFLite; +using BotSharp.MachineLearning.CRFLite.Encoder; +using Microsoft.VisualStudio.TestTools.UnitTesting; + +namespace BotSharp.MachineLearning.UnitTest.CRFLite +{ + [TestClass] + public class EncoderTest + { + [TestMethod] + public void TestEncode() + { + var encoder = new CRFEncoder(); + bool result = encoder.Learn(new EncoderOptions + { + TrainingCorpusFileName = @"C:\Users\haipi\Documents\Projects\BotSharp\Data\English\corpus\eng.1K.training", + TemplateFileName = @"C:\Users\haipi\Documents\Projects\BotSharp\Data\English\template.NE", + ModelFileName = @"C:\Users\haipi\Documents\Projects\BotSharp\Data\English\model\ner_model_eng" + }); + } + } +} diff --git a/BotSharp.MachineLearning.UnitTest/EncoderTest.cs b/BotSharp.MachineLearning.UnitTest/EncoderTest.cs deleted file mode 100644 index 1958e760..00000000 --- a/BotSharp.MachineLearning.UnitTest/EncoderTest.cs +++ /dev/null @@ -1,22 +0,0 @@ -using BotSharp.MachineLearning.CRFLite; -using BotSharp.MachineLearning.CRFLite.Encoder; -using Microsoft.VisualStudio.TestTools.UnitTesting; - -namespace BotSharp.MachineLearning.UnitTest -{ - [TestClass] - public class EncoderTest - { - [TestMethod] - public void TestEncode() - { - var encoder = new CRFEncoder(); - bool bRet = encoder.Learn(new EncoderOptions - { - TrainingCorpusFileName = "", - TemplateFileName = "", - ModelFileName = "" - }); - } - } -} diff --git a/BotSharp.MachineLearning/CRFLite/Decoder/DecoderOptions.cs b/BotSharp.MachineLearning/CRFLite/Decoder/DecoderOptions.cs index 4bf694e9..86e7ff77 100644 --- a/BotSharp.MachineLearning/CRFLite/Decoder/DecoderOptions.cs +++ b/BotSharp.MachineLearning/CRFLite/Decoder/DecoderOptions.cs @@ -8,23 +8,54 @@ namespace BotSharp.MachineLearning.CRFLite.Decoder { public class DecoderOptions { + /// + /// + /// [Required] - public string strModelFileName; + public string ModelFileName; + + /// + /// + /// [Required] - public string strInputFileName; - public string strOutputFileName; - public string strOutputSegFileName; - public int nBest; - public int thread; - public int probLevel; - public int maxword; + public string InputFileName; + + /// + /// + /// + public string OutputFileName; + + /// + /// + /// + public string OutputSegFileName; + + /// + /// + /// + public int NBest; + + /// + /// + /// + public int Thread; + + /// + /// + /// + public int ProbLevel; + + /// + /// + /// + public int MaxWord; public DecoderOptions() { - thread = 1; - nBest = 1; - probLevel = 0; - maxword = 100; + Thread = 1; + NBest = 1; + ProbLevel = 0; + MaxWord = 100; } } } diff --git a/BotSharp.MachineLearning/CRFLite/Encoder/EncoderOptions.cs b/BotSharp.MachineLearning/CRFLite/Encoder/EncoderOptions.cs index 9fa61c70..d7c5d3e0 100644 --- a/BotSharp.MachineLearning/CRFLite/Encoder/EncoderOptions.cs +++ b/BotSharp.MachineLearning/CRFLite/Encoder/EncoderOptions.cs @@ -68,7 +68,7 @@ namespace BotSharp.MachineLearning.CRFLite.Encoder /// /// /// - public uint HugeLexMemLoad = 0; + public uint HugeLexMemLoad { get; set; } /// /// cost factor, too big or small value may lead encoded model over tune or under tune diff --git a/BotSharp.sln b/BotSharp.sln index 630d1360..c0bb7b43 100644 --- a/BotSharp.sln +++ b/BotSharp.sln @@ -3,8 +3,6 @@ Microsoft Visual Studio Solution File, Format Version 12.00 # Visual Studio 15 VisualStudioVersion = 15.0.27130.2010 MinimumVisualStudioVersion = 10.0.40219.1 -Project("{9A19103F-16F7-4668-BE54-9A1E7A4F7556}") = "BotSharp.UnitTest", "BotSharp.UnitTest\BotSharp.UnitTest.csproj", "{1C883AA3-9182-469A-A17E-697DCAAB0121}" -EndProject Project("{9A19103F-16F7-4668-BE54-9A1E7A4F7556}") = "BotSharp.Core", "BotSharp.Core\BotSharp.Core.csproj", "{95780673-2A1A-4953-962F-C46CBFDD07FF}" EndProject Project("{9A19103F-16F7-4668-BE54-9A1E7A4F7556}") = "BotSharp.RestApi", "BotSharp.RestApi\BotSharp.RestApi.csproj", "{80DDAA05-69BC-49DD-96A4-37345E7A2E20}" @@ -17,46 +15,82 @@ Project("{9A19103F-16F7-4668-BE54-9A1E7A4F7556}") = "BotSharp.NLP", "BotSharp.NL EndProject Project("{9A19103F-16F7-4668-BE54-9A1E7A4F7556}") = "BotSharp.NLP.UnitTest", "BotSharp.NLP.UnitTest\BotSharp.NLP.UnitTest.csproj", 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CPU.ActiveCfg = Release|Any CPU + {A31A6853-DFB8-477D-8F09-8E6E3D166102}.Release|Any CPU.Build.0 = Release|Any CPU + {A31A6853-DFB8-477D-8F09-8E6E3D166102}.Release|x64.ActiveCfg = Release|x64 + {A31A6853-DFB8-477D-8F09-8E6E3D166102}.Release|x64.Build.0 = Release|x64 EndGlobalSection GlobalSection(SolutionProperties) = preSolution HideSolutionNode = FALSE diff --git a/README.md b/README.md index 20a16a4b..b331dfef 100644 --- a/README.md +++ b/README.md @@ -1,4 +1,4 @@ -# +# ### The Open Source AI Bot Platform Builder for Enterprise #### Open up as much learning power as possible for your enterprise robots and precisely control every step of the AI processing pipeline. **BotSharp** is an open source machine learning framework for AI Bot platform builder. This project involves natural language understanding, computer vision and audio processing technologies, and aims to promote the development and application of intelligent robot assistants in enterprise information systems. Out-of-the-box machine learning algorithms allow ordinary programmers to develop artificial intelligence applications faster and easier. @@ -22,22 +22,39 @@ BotSharp is in accordance with components princple strictly, decouples every par https://github.com/Oceania2018/BotSharp/wiki ## QUICK START +### Building BotSharp +Make sure the [Microsoft .NET Core](https://www.microsoft.com/net/download) build environment is installed. +Building solution using dotnet CLI (preferred). +``` +PS D:\> git clone https://github.com/Oceania2018/BotSharp +PS D:\> cd BotSharp +PS D:\> dotnet build +``` + ### Install in docker container Make sure you've got [Docker](https://www.docker.com/) installed: ``` PS D:\> git clone https://github.com/Oceania2018/BotSharp PS D:\> cd BotSharp ``` +Build docker image: ``` PS D:\BotSharp\> docker build -t botsharp . +``` +Start a container: +``` PS D:\BotSharp\> docker run -it -p 3112:3112 botsharp ``` ### Install in NuGet -````shell +``` PM> Install-Package BotSharp.Core PM> Install-Package BotSharp.RestApi -```` +``` +Use BotSharp.NLP as a natural language processing toolkit alone。 +``` +PM> Install-Package BotSharp.NLP +``` #### Tip Jar